NumPy Jobs with Work from Home Options

NumPy
UK > Work from Home

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for NumPy skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NumPy over the 6 months to 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 322 519 569
Rank change year-on-year +197 +50 -86
Permanent jobs citing NumPy 287 141 308
As % of all permanent jobs with a WFH option 0.85% 0.35% 0.43%
As % of the Libraries, Frameworks & Software Standards category 3.18% 1.02% 0.95%
Number of salaries quoted 283 113 128
10th Percentile £85,000 £54,200 £61,750
25th Percentile £107,500 £67,500 £69,375
Median annual salary (50th Percentile) £135,000 £85,000 £80,000
Median % change year-on-year +58.82% +6.25% +23.08%
75th Percentile £148,750 £122,500 £93,750
90th Percentile £165,000 £152,500 £108,750
UK median annual salary £125,000 £80,000 £87,500
% change year-on-year +56.25% -8.57% +9.38%

All Software Libraries and Frameworks
Work from Home

NumPy is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 9,017 13,821 32,276
As % of all permanent jobs with a WFH option 26.67% 34.06% 45.29%
Number of salaries quoted 7,518 10,357 17,246
10th Percentile £38,750 £41,250 £38,750
25th Percentile £47,500 £51,250 £46,250
Median annual salary (50th Percentile) £60,000 £65,351 £62,500
Median % change year-on-year -8.19% +4.56% +13.64%
75th Percentile £79,500 £86,250 £81,250
90th Percentile £100,000 £103,750 £95,000
UK median annual salary £60,000 £67,500 £63,750
% change year-on-year -11.11% +5.88% +15.91%

NumPy
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing NumPy as a proportion of all IT jobs advertised.

NumPy trend for jobs with a WFH option

NumPy
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing NumPy.

NumPy salary trend for jobs with a WFH option

NumPy
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing NumPy over the 6 months to 20 May 2024.

NumPy salary histogram for jobs with a WFH option

NumPy
Co-occurring Skills and Capabilities with WFH Options by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 259 (90.24%) Apache
2 254 (88.50%) Apache Airflow
3 6 (2.09%) nginx
4 2 (0.70%) Apache Spark
Applications
1 7 (2.44%) GNU Octave
Cloud Services
1 270 (94.08%) AWS
2 251 (87.46%) dbt
3 218 (75.96%) Snowflake
4 133 (46.34%) GCP
5 16 (5.57%) Azure
6 14 (4.88%) GitHub
7 7 (2.44%) GitHub Actions
8 4 (1.39%) SaaS
9 3 (1.05%) AWS Lambda
9 3 (1.05%) Serverless
10 2 (0.70%) Amazon ECS
10 2 (0.70%) Amazon EKS
10 2 (0.70%) Amazon EMR
10 2 (0.70%) Amazon S3
11 1 (0.35%) AWS CloudTrail
11 1 (0.35%) Azure AKS
11 1 (0.35%) Vertex AI
Database & Business Intelligence
1 251 (87.46%) Amazon Athena
1 251 (87.46%) Apache Arrow
1 251 (87.46%) Apache Ignite
1 251 (87.46%) Dremio
2 218 (75.96%) Data Lake
3 7 (2.44%) GIS
3 7 (2.44%) PostgreSQL
3 7 (2.44%) Redis
4 2 (0.70%) Amazon RDS
4 2 (0.70%) Amazon Redshift
4 2 (0.70%) DynamoDB
4 2 (0.70%) Electronic Patient Records
4 2 (0.70%) Relational Database
5 1 (0.35%) Big Data
5 1 (0.35%) BigQuery
5 1 (0.35%) Data Mining
5 1 (0.35%) Data Warehouse
5 1 (0.35%) MySQL
Development Applications
1 11 (3.83%) Git
2 2 (0.70%) Cypress.io
General
1 260 (90.59%) Finance
2 251 (87.46%) Front Office
3 237 (82.58%) Banking
3 237 (82.58%) Investment Banking
4 7 (2.44%) Aerospace
4 7 (2.44%) Aviation
5 6 (2.09%) Electronics
5 6 (2.09%) Manufacturing
5 6 (2.09%) Marketing
5 6 (2.09%) Public Sector
5 6 (2.09%) Telecoms
6 4 (1.39%) Automotive
6 4 (1.39%) Social Skills
7 3 (1.05%) Law
8 2 (0.70%) Inclusion and Diversity
9 1 (0.35%) Analytical Skills
Job Titles
1 163 (56.79%) Software Engineer
2 104 (36.24%) Lead
3 103 (35.89%) Python Engineer
4 102 (35.54%) Python Software Engineer
5 97 (33.80%) AWS Engineer
5 97 (33.80%) AWS Software Engineer
6 85 (29.62%) Developer
7 81 (28.22%) Java Engineer
7 81 (28.22%) Java Software Engineer
8 77 (26.83%) Developer/Software Engineer
9 73 (25.44%) Senior
9 73 (25.44%) Senior Software Engineer
10 63 (21.95%) Software Developer
11 56 (19.51%) Python Developer
12 52 (18.12%) Architect
12 52 (18.12%) Lead Developer
12 52 (18.12%) Lead Software Engineer
12 52 (18.12%) Software Team Leader
12 52 (18.12%) Solutions Architect
12 52 (18.12%) Team Leader
Libraries, Frameworks & Software Standards
1 265 (92.33%) Pandas
2 253 (88.15%) SciPy
3 251 (87.46%) gRPC
3 251 (87.46%) Protocol Buffers
4 17 (5.92%) React
5 16 (5.57%) Node.js
5 16 (5.57%) Redux
6 14 (4.88%) AngularJS
6 14 (4.88%) Vue
7 10 (3.48%) PyTorch
7 10 (3.48%) TensorFlow
8 9 (3.14%) Flask
9 7 (2.44%) Celery
9 7 (2.44%) Dask
9 7 (2.44%) Django
10 6 (2.09%) GeoJSON
10 6 (2.09%) GeoPandas
10 6 (2.09%) LAPP Stack
11 5 (1.74%) .NET
12 2 (0.70%) scikit-learn
Miscellaneous
1 250 (87.11%) Fixed Income
2 232 (80.84%) Equities
3 231 (80.49%) Derivative
3 231 (80.49%) Hedge funds
4 230 (80.14%) Foreign Exchange (FX)
5 30 (10.45%) Pricing Data
6 5 (1.74%) Linux Command Line
7 4 (1.39%) Client/Server
8 2 (0.70%) Distributed Computing
9 1 (0.35%) Algorithms
9 1 (0.35%) iPad
Operating Systems
1 18 (6.27%) Linux
2 7 (2.44%) Windows
Processes & Methodologies
1 266 (92.68%) Software Engineering
2 253 (88.15%) Agile
2 253 (88.15%) Asset Management
3 211 (73.52%) Investment Management
4 96 (33.45%) Line Management
5 92 (32.06%) Greeks
6 24 (8.36%) Analytics
7 16 (5.57%) Machine Learning
7 16 (5.57%) Mathematics
8 15 (5.23%) Fintech
8 15 (5.23%) Mentoring
9 14 (4.88%) Artificial Intelligence
9 14 (4.88%) Credit Risk Analysis
9 14 (4.88%) Data Architecture
9 14 (4.88%) Performance Attribution
10 13 (4.53%) Statistics
11 12 (4.18%) Product Management
12 11 (3.83%) CI/CD
13 9 (3.14%) Computer Science
14 8 (2.79%) Data Science
Programming Languages
1 287 (100.00%) Python
2 248 (86.41%) JavaScript
3 247 (86.06%) TypeScript
4 231 (80.49%) Java
5 13 (4.53%) Ruby
5 13 (4.53%) Scala
6 10 (3.48%) SQL
7 7 (2.44%) MATLAB
8 5 (1.74%) C#
9 1 (0.35%) R
Qualifications
1 13 (4.53%) Degree
2 6 (2.09%) Master's Degree
3 4 (1.39%) PhD
4 1 (0.35%) DV Cleared
4 1 (0.35%) Security Cleared
Quality Assurance & Compliance
1 93 (32.40%) Data Quality
System Software
1 16 (5.57%) Docker
Systems Management
1 7 (2.44%) Terraform
2 2 (0.70%) Kubernetes
Vendors
1 6 (2.09%) SAP
2 1 (0.35%) Google